{"id":"W3176746245","doi":"10.29173/irie271","title":"Pragmatic Actions or Ethics Needed?","year":2004,"lang":"en","type":"article","venue":"The International Review of Information Ethics","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sketch; Epistemology; Sociology; sort; Action (physics); Control (management); Computer science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005122693,0.00007768579,0.0001303448,0.00006185434,0.000453814,0.00008240636,0.0006503968,0.0001708433,0.0003283277],"category_scores_gemma":[0.01645271,0.00005181354,0.00009629593,0.0003232009,0.0002689968,0.0009895515,0.00006233976,0.0009189867,0.0001911788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002124054,"about_ca_system_score_gemma":0.001454374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00191344,"about_ca_topic_score_gemma":0.002335563,"domain_scores_codex":[0.9978055,0.0001986426,0.0005271376,0.00004966237,0.001290745,0.0001283234],"domain_scores_gemma":[0.9972674,0.000979475,0.0004024209,0.0001736221,0.0011269,0.00005020434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006425949,0.00002078024,0.000005116881,0.0009078301,0.00002457633,2.113397e-7,0.03612646,0.0002634957,0.000001438066,0.9579614,0.003309775,0.001372518],"study_design_scores_gemma":[0.0001987861,0.00002230583,0.00005303726,0.003988748,0.0000327352,0.000007871468,0.01774633,0.0001362729,0.00001297777,0.0258498,0.951845,0.0001061084],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.002000288,0.001504684,0.01354923,0.7191492,0.001457529,0.000832693,0.00008156967,0.00009948922,0.2613253],"genre_scores_gemma":[0.2910538,0.4689109,0.006189917,0.2305982,0.0005241025,0.00009680058,0.0003719103,0.00001929635,0.002235132],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9485353,"threshold_uncertainty_score":0.9918321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08368078083830396,"score_gpt":0.4294954142781036,"score_spread":0.3458146334397997,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}